pinocchio

Learn pytorch step by step.

1. Hello world.
2. Introduce Dataset and DataLoader classes.
3. Introduce Model.
4. Introduce AutoGrad.
5. Introduce Optimization.
6. Introduce conv model.
7. Create Resnet.
8. Learning Rate Finder.
9. Optimizer 01 SGD.
10. Optimizer 02 SGD with MOMENTUM.
11. Optimizer 03 RMSProp.
12. Support functions for Unit Test.
13. Matmul from scratch.
14. Initial value, mean and variance
15. a.Language Model(1) RNN.
16. b.Language Model(2) Stack RNN.
17. c.Language Model(3) LSTM.
18. CNN for Sentence Classification.